ConvergenceWarning: Liblinear failed to converge, increase the number of iterations
Normally when an optimization algorithm does not converge, it is usually because the problem is not well-conditioned, perhaps due to a poor scaling of the decision variables. There are a few things you can try. Normalize your training data so that the problem hopefully becomes more well conditioned, which in turn can speed up convergence. … Read more